The physical sensation was a raw throb in his jaw. He’d gritted his teeth so hard he felt like they might crack. The coach’s words, a rehearsed recitation of disappointment and regret, echoed in his ears. He forced himself to hold his head high, to maintain a semblance of composure, but inside, a storm raged.

He took a deep breath, fighting to control the tremors in his hands.

He'd give up everything for this. It was gone.
He turned, the silence in his ears a deafening roar.
He wouldn’t look back.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion furious. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 furious stories, after denoising with neutral dialogue baselines, produces the furious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the furious vector is projected through the unembedding matrix.

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256